Yan Liu
Yan Liu
Associate Professor, Computer Science
Adresse e-mail validée de usc.edu - Page d'accueil
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Recurrent neural networks for multivariate time series with missing values
Z Che, S Purushotham, K Cho, D Sontag, Y Liu
Nature Scientific reports 8 (1), 6085, 2018
7472018
Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting
Y Li, R Yu, C Shahabi, Y Liu
ICLR, 2018
5482018
Csi: A hybrid deep model for fake news detection
N Ruchansky, S Seo, Y Liu
Proceedings of the 2017 ACM on Conference on Information and Knowledge …, 2017
4102017
Topic-link LDA: joint models of topic and author community
Y Liu, A Niculescu-Mizil, W Gryc
proceedings of the 26th annual international conference on machine learning …, 2009
3642009
The DARPA Twitter bot challenge
VS Subrahmanian, A Azaria, S Durst, V Kagan, A Galstyan, K Lerman, ...
Computer 49 (6), 38-46, 2016
3272016
Temporal causal modeling with graphical granger methods
A Arnold, Y Liu, N Abe
Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007
2742007
Adaptive gradient methods with dynamic bound of learning rate
L Luo, Y Xiong, Y Liu, X Sun
arXiv preprint arXiv:1902.09843, 2019
2372019
Text mining for product attribute extraction
R Ghani, K Probst, Y Liu, M Krema, A Fano
ACM SIGKDD Explorations Newsletter 8 (1), 41-48, 2006
2282006
Deep computational phenotyping
Z Che, D Kale, W Li, MT Bahadori, Y Liu
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015
2102015
Kernel conditional random fields: representation and clique selection
J Lafferty, X Zhu, Y Liu
Proceedings of the twenty-first international conference on Machine learning, 64, 2004
2062004
On predicting rare classes with SVM ensembles in scene classification
R Yan, Y Liu, R Jin, A Hauptmann
Acoustics, Speech, and Signal Processing, 2003. Proceedings.(ICASSP'03 …, 2003
2002003
Deep learning: A generic approach for extreme condition traffic forecasting
R Yu, Y Li, C Shahabi, U Demiryurek, Y Liu
Proceedings of the 2017 SIAM International Conference on Data Mining, 777-785, 2017
1972017
Interpretable Convolutional Neural Networks with Dual Local and Global Attention for Review Rating Prediction
S Seo, J Huang, H Yang, Y Liu
Proceedings of the Eleventh ACM Conference on Recommender Systems, 297-305, 2017
1902017
Collaborative topic regression with social matrix factorization for recommendation systems
S Purushotham, Y Liu, CCJ Kuo
arXiv preprint arXiv:1206.4684, 2012
1872012
Interpretable deep models for ICU outcome prediction
Z Che, S Purushotham, R Khemani, Y Liu
AMIA Annual Symposium Proceedings 2016, 371, 2016
1712016
Grouped graphical Granger modeling for gene expression regulatory networks discovery
AC Lozano, N Abe, Y Liu, S Rosset
Bioinformatics 25 (12), i110-i118, 2009
1612009
Benchmark of Deep Learning Models on Large Healthcare MIMIC Datasets
S Purushotham, C Meng, Z Che, Y Liu
Journal of biomedical informatics, 2018
1542018
EBM: an entropy-based model to infer social strength from spatiotemporal data
H Pham, C Shahabi, Y Liu
Proceedings of the 2013 ACM SIGMOD International Conference on Management of …, 2013
1532013
What is tumblr: A statistical overview and comparison
Y Chang, L Tang, Y Inagaki, Y Liu
ACM SIGKDD Explorations Newsletter 16 (1), 21-29, 2014
1402014
GLAD: group anomaly detection in social media analysis
R Yu, X He, Y Liu
Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014
1202014
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